Machine Learning

Machine Learning Reimagining Time Series Analysis with Letters

A creative way to analyze time series data using alphabetic mapping.

Sarwan Ali, Tamkanat E Ali, Imdad Ullah Khan

2025-01-20T10:37:12+00:00 ― 6 min read

Machine Learning MATEY: A New Tool for Complex Physical Systems

MATEY revolutionizes modeling of complex physical systems for energy and climate.

Pei Zhang, M. Paul Laiu, Matthew Norman

2025-01-20T09:00:54+00:00 ― 7 min read

Machine Learning Kryptonite-N: Challenging Machine Learning Myths

A dataset that tests the limits of machine learning algorithms.

Albus Li, Nathan Bailey, Will Sumerfield

2025-01-20T06:36:27+00:00 ― 7 min read

Artificial Intelligence How Robots Learn: A Deep Dive

Explore the fascinating ways robots learn from humans and their environments.

Sao Mai Nguyen

2025-01-20T05:48:18+00:00 ― 6 min read

Machine Learning Understanding Signed Graphs and Communities

Discover how signed graphs reveal relationships among friends and foes.

Sawyer Jack Robertson

2025-01-20T01:02:12+00:00 ― 5 min read

Machine Learning Reinforcement Learning: The Path to Smarter Machines

Learn how machines improve their learning process in real-world environments.

Daniel Palenicek, Michael Lutter, João Carvalho

2025-01-20T00:59:24+00:00 ― 6 min read

High Energy Physics - Lattice The Dance of Learning: SGD and RMT in Machine Learning

Discover how SGD and RMT shape learning in machine learning models.

Chanju Park, Matteo Favoni, Biagio Lucini

2025-01-20T00:30:16+00:00 ― 6 min read

Machine Learning Advancing Offline Reinforcement Learning with Goal-Conditioned Data Augmentation

Enhancing offline reinforcement learning by improving training data quality.

Xingshuai Huang, Di Wu Member, Benoit Boulet

2025-01-19T21:46:48+00:00 ― 7 min read

Computer Science and Game Theory The Fun of Zero-Sum Games Unpacked

Discover the excitement of zero-sum games and their real-world impacts.

Yang Cai, Siddharth Mitra, Xiuyuan Wang

2025-01-19T19:57:01+00:00 ― 6 min read

Machine Learning GraphTEE: A New Path for Treatment Effect Estimation

Revolutionizing how we estimate treatment effects using interconnected data.

Shonosuke Harada, Ryosuke Yoneda, Hisashi Kashima

2025-01-19T14:51:50+00:00 ― 5 min read

Computation and Language Machine Unlearning: The Future of AI Safety

Discover how MOLLM improves LLMs by erasing harmful data efficiently.

Zibin Pan, Shuwen Zhang, Yuesheng Zheng

2025-01-19T11:20:51+00:00 ― 6 min read

Machine Learning Optimizing Decisions with Focalized Sparse Gaussian Processes

Learn how focalized sparse Gaussian processes improve Bayesian optimization efficiency.

Yunyue Wei, Vincent Zhuang, Saraswati Soedarmadji

2025-01-19T09:46:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition PTQ4VM: A New Path for Visual Mamba

PTQ4VM enhances Visual Mamba's performance through innovative quantization methods.

Younghyun Cho, Changhun Lee, Seonggon Kim

2025-01-19T08:08:15+00:00 ― 7 min read

Machine Learning New Hope for Alzheimer's Treatment through Drug Repurposing

Exploring innovative strategies for Alzheimer's using existing drugs.

Seungyeon Lee, Ruoqi Liu, Feixiong Cheng

2025-01-19T04:41:28+00:00 ― 7 min read

Machine Learning Revolutionizing Chronic Liver Disease Detection

Learn how early detection and machine learning improve liver disease outcomes.

Anand Karna, Naina Khan, Rahul Rauniyar

2025-01-19T03:19:21+00:00 ― 5 min read

Artificial Intelligence Aviary: Training Language Agents for Science

Discover how Aviary trains AI to tackle complex scientific challenges in innovative ways.

Siddharth Narayanan, James D. Braza, Ryan-Rhys Griffiths

2025-01-19T02:31:12+00:00 ― 7 min read

Machine Learning The Future of Audio Assistants: AQA-K

Audio assistants are getting smarter with AQA-K, enhancing responses through knowledge.

Abhirama Subramanyam Penamakuri, Kiran Chhatre, Akshat Jain

2025-01-18T22:32:42+00:00 ― 6 min read

Machine Learning Guarding Your Data: The Fight Against Unauthorized Use

Learn about data protection methods and threats in the machine learning landscape.

Yihan Wang, Yiwei Lu, Xiao-Shan Gao

2025-01-18T21:42:18+00:00 ― 9 min read

Machine Learning Navigating Fairness in Generative AI

Ensuring equity in AI systems is essential for responsible technology deployment.

Thomas P. Zollo, Nikita Rajaneesh, Richard Zemel

2025-01-18T20:06:00+00:00 ― 7 min read

Machine Learning How Machine Learning is Transforming Semiconductor Routing

Discover the impact of machine learning on semiconductor design and routing efficiency.

Heejin Choi, Minji Lee, Chang Hyeong Lee

2025-01-18T16:53:24+00:00 ― 6 min read

Machine Learning Fighting Hackers: The Side-Channel Attack Challenge

New strategies in machine learning improve defenses against side-channel attacks.

Tun-Chieh Lou, Chung-Che Wang, Jyh-Shing Roger Jang

2025-01-18T15:17:06+00:00 ― 5 min read

Machine Learning Making Smart Devices Even Smarter

Learn how efficient techniques boost smart devices' performance and response times.

Korakit Seemakhupt, Sihang Liu, Samira Khan

2025-01-18T14:28:57+00:00 ― 8 min read

Machine Learning The Sneaky Side of Machine Learning

Discover the tricks behind adversarial attacks on AI models.

Mohamed Djilani, Salah Ghamizi, Maxime Cordy

2025-01-18T11:16:21+00:00 ― 6 min read

Machine Learning Empowering Communities with Smart Microgrids

Discover how smart microgrids can transform energy management for a sustainable future.

Nicolas M Cuadrado Avila, Samuel Horváth, Martin Takáč

2025-01-18T07:15:36+00:00 ― 6 min read

Machine Learning FEX: A New Way to Model Disease Spread

Discover how FEX transforms understanding of infectious diseases.

Jianda Du, Senwei Liang, Chunmei Wang

2025-01-18T06:38:50+00:00 ― 7 min read

Neurons and Cognition Decoding the Brain's Role in Speech

Researchers study how our brain controls speech and its implications for recovery.

Eric Easthope

2025-01-18T05:35:46+00:00 ― 6 min read

Computer Vision and Pattern Recognition Innovations in Wind Turbine Blade Inspection

New methods improve wind turbine blade damage detection using advanced image segmentation techniques.

Shubh Singhal, Raül Pérez-Gonzalo, Andreas Espersen

2025-01-17T23:14:06+00:00 ― 6 min read

Machine Learning Revolutionizing Deep Learning Operator Design

A new framework simplifies deep learning operators, enhancing accuracy and usability for developers.

Qi Zhan, Xing Hu, Xin Xia

2025-01-17T22:10:22+00:00 ― 6 min read

Machine Learning Revolutionizing Time Series Forecasting with TimeRAF

TimeRAF enhances predictions using past data and external knowledge.

Huanyu Zhang, Chang Xu, Yi-Fan Zhang

2025-01-17T20:01:30+00:00 ― 6 min read

Machine Learning Revolutionizing Time Series Analysis with FEI

FEI offers a new way to analyze time series data effectively.

En Fu, Yanyan Hu

2025-01-17T17:37:03+00:00 ― 7 min read

Machine Learning Navigating Out-of-Distribution Data with New Methods

A fresh method enhances deep neural networks in handling unknown data.

Yang Chen, Chih-Li Sung, Arpan Kusari

2025-01-17T17:05:11+00:00 ― 6 min read

Computational Physics Innovative Solutions for Vibration Isolation

Engineers use advanced AI technology to improve vibration control in various structures.

A. Tollardo, F. Cadini, M. Giglio

2025-01-17T16:46:36+00:00 ― 6 min read

Machine Learning Predicting Parkinson's: New Tools for the Future

Machine learning offers hope for better predicting Parkinson's disease progression.

Abhinav Roy, Bhavesh Gyanchandani, Aditya Oza

2025-01-17T16:00:45+00:00 ― 6 min read

Quantum Physics Quantum Diffusion Models: A New Frontier in Particle Physics

Discovering insights into tiny particles using quantum computing techniques.

Mariia Baidachna, Rey Guadarrama, Gopal Ramesh Dahale

2025-01-17T15:11:04+00:00 ― 6 min read

Quantum Physics Harnessing Quantum Power for Complex Problems

QAOA offers efficient solutions for challenging combinatorial optimization problems.

Francesco Aldo Venturelli, Sreetama Das, Filippo Caruso

2025-01-17T14:23:18+00:00 ― 7 min read

Chemical Physics Unlocking the Mysteries of Particle Movements

Scientists use collective variables and machine learning to study particle dynamics.

Tuğçe Gökdemir, Jakub Rydzewski

2025-01-17T13:35:32+00:00 ― 6 min read

Numerical Analysis New Activation Function Boosts Neural Network Performance

A fresh activation function enhances neural networks for solving complex physical problems.

Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov

2025-01-17T12:47:46+00:00 ― 5 min read

Computer Science - Machine Learning